Task for Data Science internship

The Health Foundation, Data Analytics

2022-12-16

Instructions

  • This interview task is intended to assess your skills in analysing and summarising data. There are two tasks, each one using a different dataset.

  • We are not expecting you to spend more than 3-4 hours on this task. Don’t worry about making any plots or tables that you create look perfect. We are mainly interested to hear your thinking and any assumptions that you made. Please limit your answers to 300 words per task.

  • Please submit your answers in one of the following formats:

    • Word document, or equivalent such as Google Docs
    • PDF
    • Rmarkdown or Jupyter Notebook
  • Please email your answers to by 4PM Friday 6 January 2023.

Task 1: Monthly ambulance indicators

This is data on the distribution of ambulance response times in England (mean and 90th percentile). Response times are reported separately for each type of incident, based on the following categories:

Category 1: life threatening incident (such as cardiac or respiratory arrest) Category 2: emergency incident (such as stroke or chest pain) Category 3: urgent incident (such as an uncomplicated diabetic issue) Category 4: less urgent incident (stable clinical cases)

Questions:

  • 1.1) Can you describe the trends you are seeing in the response times data?
  • 1.2) Can you briefly describe what the implications for patients and the health system are?
  • 1.3) What is the benefit of looking at the 90th percentile and not just the mean?
  • 1.4) How would you visualize this differently to better show the spread between the mean and 90th percentiles?

Chart

File amb-data.csv (Source: NHS England Ambulance Quality Indicators). Please refer to data sent with task.

Data

date org_name metric category_1 category_2 category_3 category_4
2017-08-01 England (Average of all regions) Mean 9.233333 23.91667 50.68333 81.41667
2017-08-01 England (Average of all regions) 90th percentile 15.200000 53.15000 118.08333 152.81667
2017-09-01 England (Average of all regions) Mean 8.116667 21.98333 48.53333 77.91667
2017-09-01 England (Average of all regions) 90th percentile 14.250000 46.80000 113.23333 164.91667
2017-10-01 England (Average of all regions) Mean 7.916667 21.93333 44.83333 68.51667
2017-10-01 England (Average of all regions) 90th percentile 13.716667 46.70000 104.61667 151.18333
2017-11-01 England (Average of all regions) Mean 7.950000 22.75000 54.18333 80.48333
2017-11-01 England (Average of all regions) 90th percentile 13.800000 47.73333 126.96667 182.31667
2017-12-01 England (Average of all regions) Mean 8.866667 29.60000 79.01667 106.70000
2017-12-01 England (Average of all regions) 90th percentile 15.400000 62.98333 186.80000 248.81667
2018-01-01 England (Average of all regions) Mean 8.316667 26.06667 63.03333 87.45000
2018-01-01 England (Average of all regions) 90th percentile 14.483333 55.55000 148.28333 196.01667
2018-02-01 England (Average of all regions) Mean 8.283333 25.58333 68.63333 93.61667
2018-02-01 England (Average of all regions) 90th percentile 14.283333 53.96667 161.58333 209.83333
2018-03-01 England (Average of all regions) Mean 8.583333 27.73333 75.23333 97.55000
2018-03-01 England (Average of all regions) 90th percentile 14.933333 59.28333 179.60000 217.36667
2018-04-01 England (Average of all regions) Mean 7.616667 20.15000 49.18333 75.75000
2018-04-01 England (Average of all regions) 90th percentile 13.400000 41.40000 114.83333 169.46667
2018-05-01 England (Average of all regions) Mean 7.733333 21.18333 57.55000 88.16667
2018-05-01 England (Average of all regions) 90th percentile 13.516667 43.71667 135.18333 198.96667
2018-06-01 England (Average of all regions) Mean 7.600000 21.50000 59.60000 91.35000
2018-06-01 England (Average of all regions) 90th percentile 13.300000 44.26667 139.68333 204.18333
2018-07-01 England (Average of all regions) Mean 7.466667 22.55000 66.15000 95.90000
2018-07-01 England (Average of all regions) 90th percentile 13.050000 46.85000 157.31667 213.48333
2018-08-01 England (Average of all regions) Mean 7.133333 20.61667 56.81667 82.03333
2018-08-01 England (Average of all regions) 90th percentile 12.566667 42.33333 133.66667 185.38333
2018-09-01 England (Average of all regions) Mean 7.183333 21.60000 61.90000 87.41667
2018-09-01 England (Average of all regions) 90th percentile 12.566667 44.25000 145.21667 201.76667
2018-10-01 England (Average of all regions) Mean 7.183333 21.25000 60.38333 83.80000
2018-10-01 England (Average of all regions) 90th percentile 12.500000 43.41667 141.70000 192.75000
2018-11-01 England (Average of all regions) Mean 7.183333 21.93333 63.40000 85.66667
2018-11-01 England (Average of all regions) 90th percentile 12.516667 44.88333 148.78333 197.10000
2018-12-01 England (Average of all regions) Mean 7.100000 22.38333 66.45000 84.21667
2018-12-01 England (Average of all regions) 90th percentile 12.416667 46.36667 157.06667 189.51667
2019-01-01 England (Average of all regions) Mean 7.133333 22.96667 67.71667 85.73333
2019-01-01 England (Average of all regions) 90th percentile 12.333333 47.65000 160.15000 196.05000
2019-02-01 England (Average of all regions) Mean 7.283333 23.61667 72.33333 89.86667
2019-02-01 England (Average of all regions) 90th percentile 12.683333 48.95000 171.28333 200.81667
2019-03-01 England (Average of all regions) Mean 7.000000 21.25000 61.40000 80.48333
2019-03-01 England (Average of all regions) 90th percentile 12.183333 43.20000 145.18333 183.65000
2019-04-01 England (Average of all regions) Mean 6.983333 21.48333 62.40000 80.60000
2019-04-01 England (Average of all regions) 90th percentile 12.250000 43.98333 149.65000 186.40000
2019-05-01 England (Average of all regions) Mean 6.900000 21.03333 60.70000 76.08333
2019-05-01 England (Average of all regions) 90th percentile 12.066667 42.96667 143.96667 173.86667
2019-06-01 England (Average of all regions) Mean 7.116667 22.46667 68.81667 82.18333
2019-06-01 England (Average of all regions) 90th percentile 12.483333 46.05000 164.71667 187.55000
2019-07-01 England (Average of all regions) Mean 7.233333 23.31667 71.75000 85.88333
2019-07-01 England (Average of all regions) 90th percentile 12.716667 48.00000 171.51667 200.38333
2019-08-01 England (Average of all regions) Mean 7.083333 21.31667 62.78333 74.73333
2019-08-01 England (Average of all regions) 90th percentile 12.483333 43.53333 148.30000 171.00000
2019-09-01 England (Average of all regions) Mean 7.250000 22.38333 68.98333 79.56667
2019-09-01 England (Average of all regions) 90th percentile 12.733333 45.68333 163.98333 183.51667
2019-10-01 England (Average of all regions) Mean 7.383333 23.78333 74.80000 88.95000
2019-10-01 England (Average of all regions) 90th percentile 12.983333 48.48333 178.36667 207.65000
2019-11-01 England (Average of all regions) Mean 7.450000 25.86667 82.75000 96.66667
2019-11-01 England (Average of all regions) 90th percentile 13.150000 53.30000 197.43333 227.36667
2019-12-01 England (Average of all regions) Mean 7.550000 27.95000 89.96667 98.60000
2019-12-01 England (Average of all regions) 90th percentile 13.266667 58.45000 217.25000 227.46667
2020-01-01 England (Average of all regions) Mean 7.100000 20.91667 56.68333 74.86667
2020-01-01 England (Average of all regions) 90th percentile 12.450000 42.53333 132.16667 172.51667
2020-02-01 England (Average of all regions) Mean 7.300000 22.11667 67.25000 98.66667
2020-02-01 England (Average of all regions) 90th percentile 12.866667 45.10000 157.06667 229.45000
2020-03-01 England (Average of all regions) Mean 8.116667 32.10000 90.15000 115.83333
2020-03-01 England (Average of all regions) 90th percentile 14.366667 69.01667 219.78333 276.46667
2020-04-01 England (Average of all regions) Mean 7.050000 18.48333 39.75000 66.98333
2020-04-01 England (Average of all regions) 90th percentile 12.333333 38.43333 89.46667 145.23333
2020-05-01 England (Average of all regions) Mean 6.516667 13.48333 28.85000 51.13333
2020-05-01 England (Average of all regions) 90th percentile 11.350000 25.25000 63.16667 105.76667
2020-06-01 England (Average of all regions) Mean 6.583333 14.88333 36.31667 59.16667
2020-06-01 England (Average of all regions) 90th percentile 11.516667 28.40000 81.56667 121.90000
2020-07-01 England (Average of all regions) Mean 6.766667 16.68333 43.40000 69.33333
2020-07-01 England (Average of all regions) 90th percentile 11.950000 32.56667 99.11667 146.85000
2020-08-01 England (Average of all regions) Mean 7.066667 20.05000 56.70000 84.90000
2020-08-01 England (Average of all regions) 90th percentile 12.600000 40.56667 131.66667 178.90000
2020-09-01 England (Average of all regions) Mean 7.166667 22.55000 66.83333 98.10000
2020-09-01 England (Average of all regions) 90th percentile 12.750000 46.05000 157.11667 208.08333
2020-10-01 England (Average of all regions) Mean 7.383333 25.35000 70.60000 106.93333
2020-10-01 England (Average of all regions) 90th percentile 13.033333 52.10000 167.66667 231.75000
2020-11-01 England (Average of all regions) Mean 7.150000 21.26667 58.48333 92.66667
2020-11-01 England (Average of all regions) 90th percentile 12.550000 42.83333 138.53333 196.65000
2020-12-01 England (Average of all regions) Mean 7.416667 27.85000 81.56667 126.18333
2020-12-01 England (Average of all regions) 90th percentile 13.116667 59.63333 194.88333 274.50000
2021-01-01 England (Average of all regions) Mean 7.516667 29.65000 87.55000 131.86667
2021-01-01 England (Average of all regions) 90th percentile 13.266667 64.16667 212.03333 293.63333
2021-02-01 England (Average of all regions) Mean 6.766667 18.31667 44.90000 68.80000
2021-02-01 England (Average of all regions) 90th percentile 11.950000 36.06667 103.36667 148.26667
2021-03-01 England (Average of all regions) Mean 6.783333 18.43333 49.41667 80.98333
2021-03-01 England (Average of all regions) 90th percentile 11.966667 36.35000 113.75000 175.35000
2021-04-01 England (Average of all regions) Mean 7.000000 20.28333 59.41667 106.16667
2021-04-01 England (Average of all regions) 90th percentile 12.433333 40.51667 138.53333 230.48333
2021-05-01 England (Average of all regions) Mean 7.416667 24.58333 84.33333 130.91667
2021-05-01 England (Average of all regions) 90th percentile 13.200000 49.96667 199.81667 294.13333
2021-06-01 England (Average of all regions) Mean 7.916667 30.68333 114.66667 184.98333
2021-06-01 England (Average of all regions) 90th percentile 14.016667 63.46667 275.40000 407.71667
2021-07-01 England (Average of all regions) Mean 8.566667 41.06667 153.90000 220.40000
2021-07-01 England (Average of all regions) 90th percentile 15.283333 87.73333 381.23333 481.15000
2021-08-01 England (Average of all regions) Mean 8.466667 38.65000 134.43333 190.00000
2021-08-01 England (Average of all regions) 90th percentile 15.116667 82.33333 328.61667 418.03333
2021-09-01 England (Average of all regions) Mean 9.033333 45.50000 155.71667 233.76667
2021-09-01 England (Average of all regions) 90th percentile 15.966667 98.01667 383.25000 506.21667
2021-10-01 England (Average of all regions) Mean 9.366667 53.91667 189.90000 268.83333
2021-10-01 England (Average of all regions) 90th percentile 16.433333 116.25000 467.18333 569.78333
2021-11-01 England (Average of all regions) Mean 9.183333 46.63333 157.20000 220.01667
2021-11-01 England (Average of all regions) 90th percentile 16.100000 100.98333 383.10000 519.90000
2021-12-01 England (Average of all regions) Mean 9.233333 53.36667 171.05000 207.98333
2021-12-01 England (Average of all regions) 90th percentile 16.233333 119.23333 431.60000 485.25000
2022-01-01 England (Average of all regions) Mean 8.516667 38.06667 116.86667 154.81667
2022-01-01 England (Average of all regions) 90th percentile 15.100000 83.60000 287.31667 352.15000
2022-02-01 England (Average of all regions) Mean 8.850000 42.11667 136.21667 181.43333
2022-02-01 England (Average of all regions) 90th percentile 15.716667 91.91667 330.30000 412.33333
2022-03-01 England (Average of all regions) Mean 9.583333 61.08333 208.20000 247.66667
2022-03-01 England (Average of all regions) 90th percentile 16.833333 137.16667 516.56667 596.03333
2022-04-01 England (Average of all regions) Mean 9.033333 51.36667 158.68333 188.01667
2022-04-01 England (Average of all regions) 90th percentile 16.116667 116.55000 401.63333 461.28333
2022-05-01 England (Average of all regions) Mean 8.600000 39.96667 129.53333 167.95000
2022-05-01 England (Average of all regions) 90th percentile 15.250000 85.86667 322.10000 419.53333
2022-06-01 England (Average of all regions) Mean 9.100000 51.63333 173.90000 212.11667
2022-06-01 England (Average of all regions) 90th percentile 16.050000 114.28333 441.23333 533.18333
2022-07-01 England (Average of all regions) Mean 9.583333 59.11667 197.10000 242.95000
2022-07-01 England (Average of all regions) 90th percentile 16.916667 131.78333 501.78333 596.40000
2022-08-01 England (Average of all regions) Mean 9.133333 42.73333 136.38333 176.65000
2022-08-01 England (Average of all regions) 90th percentile 16.333333 93.33333 341.21667 447.93333
2022-09-01 England (Average of all regions) Mean 9.316667 47.98333 162.46667 192.56667
2022-09-01 England (Average of all regions) 90th percentile 16.633333 105.75000 411.51667 468.20000

Task 2: Elective care backlog

This is data on the number of people waiting for NHS elective (non-emergency) treatment by a specialist. Each month, this data series reports the number of people waiting for specialist treatment (“total waiting list”), newly entering the waiting list after a GP referral (“new on waiting list”) and starting their treatment (“started treatment”).

Questions:

  • 2.1) How would you represent these time trends differently to make comparisons easier between the four medical specialties?
  • 2.2) What approach would you take to summarise the change in the size of the total waiting list for each specialty between 2020 and 2021?
  • 2.3) Based on what you are seeing here, why do you think the size of the total waiting list is increasing?

Chart

File rtt-data.csv (Source: NHS England Consultant-led Referral to Treatment Waiting Times). Please refer to data sent with task.

Data

period specialty total type
2018-04-01 dermatology 74146 started treatment
2018-04-01 gastroenterology 58464 started treatment
2018-04-01 ophthalmology 136415 started treatment
2018-04-01 total 1294278 started treatment
2018-04-01 trauma & orthopaedics 143110 started treatment
2018-04-01 dermatology 208732 total waiting list
2018-04-01 gastroenterology 231152 total waiting list
2018-04-01 ophthalmology 519438 total waiting list
2018-04-01 total 4787787 total waiting list
2018-04-01 trauma & orthopaedics 640282 total waiting list
2018-04-01 dermatology 93298 new on waiting list
2018-04-01 gastroenterology 85988 new on waiting list
2018-04-01 ophthalmology 159188 new on waiting list
2018-04-01 total 1646372 new on waiting list
2018-04-01 trauma & orthopaedics 168744 new on waiting list
2019-04-01 dermatology 77401 started treatment
2019-04-01 gastroenterology 59576 started treatment
2019-04-01 ophthalmology 138960 started treatment
2019-04-01 total 1331005 started treatment
2019-04-01 trauma & orthopaedics 151202 started treatment
2019-04-01 dermatology 220670 total waiting list
2019-04-01 gastroenterology 264398 total waiting list
2019-04-01 ophthalmology 566095 total waiting list
2019-04-01 total 5099733 total waiting list
2019-04-01 trauma & orthopaedics 671005 total waiting list
2019-04-01 dermatology 94077 new on waiting list
2019-04-01 gastroenterology 86449 new on waiting list
2019-04-01 ophthalmology 161635 new on waiting list
2019-04-01 total 1661737 new on waiting list
2019-04-01 trauma & orthopaedics 181623 new on waiting list
2020-04-01 dermatology 34162 started treatment
2020-04-01 gastroenterology 24144 started treatment
2020-04-01 ophthalmology 35415 started treatment
2020-04-01 total 572179 started treatment
2020-04-01 trauma & orthopaedics 45313 started treatment
2020-04-01 dermatology 201413 total waiting list
2020-04-01 gastroenterology 233945 total waiting list
2020-04-01 ophthalmology 548209 total waiting list
2020-04-01 total 4808203 total waiting list
2020-04-01 trauma & orthopaedics 652742 total waiting list
2020-04-01 dermatology 25489 new on waiting list
2020-04-01 gastroenterology 26281 new on waiting list
2020-04-01 ophthalmology 33634 new on waiting list
2020-04-01 total 493749 new on waiting list
2020-04-01 trauma & orthopaedics 34407 new on waiting list
2021-04-01 dermatology 74498 started treatment
2021-04-01 gastroenterology 53544 started treatment
2021-04-01 ophthalmology 124273 started treatment
2021-04-01 total 1163179 started treatment
2021-04-01 trauma and orthopaedic 110211 started treatment
2021-04-01 dermatology 240366 total waiting list
2021-04-01 gastroenterology 340475 total waiting list
2021-04-01 ophthalmology 655677 total waiting list
2021-04-01 total 6165488 total waiting list
2021-04-01 trauma and orthopaedic 885035 total waiting list
2021-04-01 dermatology 96812 new on waiting list
2021-04-01 gastroenterology 84445 new on waiting list
2021-04-01 ophthalmology 148857 new on waiting list
2021-04-01 total 1502736 new on waiting list
2021-04-01 trauma and orthopaedic 135506 new on waiting list
2022-04-01 dermatology 77894 started treatment
2022-04-01 gastroenterology 51794 started treatment
2022-04-01 ophthalmology 136564 started treatment
2022-04-01 total 1180062 started treatment
2022-04-01 trauma and orthopaedic 118871 started treatment
2022-04-01 dermatology 347433 total waiting list
2022-04-01 gastroenterology 391745 total waiting list
2022-04-01 ophthalmology 788399 total waiting list
2022-04-01 total 7560519 total waiting list
2022-04-01 trauma and orthopaedic 986239 total waiting list
2022-04-01 dermatology 92532 new on waiting list
2022-04-01 gastroenterology 77634 new on waiting list
2022-04-01 ophthalmology 155162 new on waiting list
2022-04-01 total 1500606 new on waiting list
2022-04-01 trauma and orthopaedic 143019 new on waiting list
2018-08-01 dermatology 81043 started treatment
2018-08-01 gastroenterology 57482 started treatment
2018-08-01 ophthalmology 136738 started treatment
2018-08-01 total 1311754 started treatment
2018-08-01 trauma & orthopaedics 147044 started treatment
2018-08-01 dermatology 243631 total waiting list
2018-08-01 gastroenterology 235668 total waiting list
2018-08-01 ophthalmology 546117 total waiting list
2018-08-01 total 4931967 total waiting list
2018-08-01 trauma & orthopaedics 669722 total waiting list
2018-08-01 dermatology 105665 new on waiting list
2018-08-01 gastroenterology 84332 new on waiting list
2018-08-01 ophthalmology 158582 new on waiting list
2018-08-01 total 1639833 new on waiting list
2018-08-01 trauma & orthopaedics 178207 new on waiting list
2019-08-01 dermatology 78496 started treatment
2019-08-01 gastroenterology 57768 started treatment
2019-08-01 ophthalmology 137493 started treatment
2019-08-01 total 1286595 started treatment
2019-08-01 trauma & orthopaedics 143865 started treatment
2019-08-01 dermatology 255864 total waiting list
2019-08-01 gastroenterology 259231 total waiting list
2019-08-01 ophthalmology 573719 total waiting list
2019-08-01 total 5206902 total waiting list
2019-08-01 trauma & orthopaedics 693907 total waiting list
2019-08-01 dermatology 99133 new on waiting list
2019-08-01 gastroenterology 84904 new on waiting list
2019-08-01 ophthalmology 155772 new on waiting list
2019-08-01 total 1582750 new on waiting list
2019-08-01 trauma & orthopaedics 174028 new on waiting list
2020-08-01 dermatology 58115 started treatment
2020-08-01 gastroenterology 36643 started treatment
2020-08-01 ophthalmology 83133 started treatment
2020-08-01 total 827396 started treatment
2020-08-01 trauma & orthopaedics 74800 started treatment
2020-08-01 dermatology 209447 total waiting list
2020-08-01 gastroenterology 273928 total waiting list
2020-08-01 ophthalmology 585113 total waiting list
2020-08-01 total 5139208 total waiting list
2020-08-01 trauma & orthopaedics 745241 total waiting list
2020-08-01 dermatology 73818 new on waiting list
2020-08-01 gastroenterology 61555 new on waiting list
2020-08-01 ophthalmology 106816 new on waiting list
2020-08-01 total 1118376 new on waiting list
2020-08-01 trauma & orthopaedics 106914 new on waiting list
2021-08-01 dermatology 75862 started treatment
2021-08-01 gastroenterology 51151 started treatment
2021-08-01 ophthalmology 128417 started treatment
2021-08-01 total 1142835 started treatment
2021-08-01 trauma and orthopaedic 119393 started treatment
2021-08-01 dermatology 310021 total waiting list
2021-08-01 gastroenterology 363714 total waiting list
2021-08-01 ophthalmology 703830 total waiting list
2021-08-01 total 6733462 total waiting list
2021-08-01 trauma and orthopaedic 928892 total waiting list
2021-08-01 dermatology 97819 new on waiting list
2021-08-01 gastroenterology 80030 new on waiting list
2021-08-01 ophthalmology 147738 new on waiting list
2021-08-01 total 1473439 new on waiting list
2021-08-01 trauma and orthopaedic 146707 new on waiting list
2018-12-01 dermatology 71245 started treatment
2018-12-01 gastroenterology 54001 started treatment
2018-12-01 ophthalmology 124246 started treatment
2018-12-01 total 1193728 started treatment
2018-12-01 trauma & orthopaedics 134947 started treatment
2018-12-01 dermatology 225133 total waiting list
2018-12-01 gastroenterology 245879 total waiting list
2018-12-01 ophthalmology 562848 total waiting list
2018-12-01 total 4938557 total waiting list
2018-12-01 trauma & orthopaedics 661267 total waiting list
2018-12-01 dermatology 75783 new on waiting list
2018-12-01 gastroenterology 77775 new on waiting list
2018-12-01 ophthalmology 137636 new on waiting list
2018-12-01 total 1436330 new on waiting list
2018-12-01 trauma & orthopaedics 148422 new on waiting list
2019-12-01 dermatology 73419 started treatment
2019-12-01 gastroenterology 54538 started treatment
2019-12-01 ophthalmology 129405 started treatment
2019-12-01 total 1224112 started treatment
2019-12-01 trauma & orthopaedics 133337 started treatment
2019-12-01 dermatology 244442 total waiting list
2019-12-01 gastroenterology 266184 total waiting list
2019-12-01 ophthalmology 573053 total waiting list
2019-12-01 total 5258135 total waiting list
2019-12-01 trauma & orthopaedics 710272 total waiting list
2019-12-01 dermatology 77437 new on waiting list
2019-12-01 gastroenterology 79825 new on waiting list
2019-12-01 ophthalmology 144030 new on waiting list
2019-12-01 total 1464706 new on waiting list
2019-12-01 trauma & orthopaedics 152917 new on waiting list
2020-12-01 dermatology 69787 started treatment
2020-12-01 gastroenterology 46789 started treatment
2020-12-01 ophthalmology 109217 started treatment
2020-12-01 total 1043729 started treatment
2020-12-01 trauma & orthopaedics 98347 started treatment
2020-12-01 dermatology 207967 total waiting list
2020-12-01 gastroenterology 299833 total waiting list
2020-12-01 ophthalmology 592583 total waiting list
2020-12-01 total 5407843 total waiting list
2020-12-01 trauma & orthopaedics 777822 total waiting list
2020-12-01 dermatology 70921 new on waiting list
2020-12-01 gastroenterology 73183 new on waiting list
2020-12-01 ophthalmology 118360 new on waiting list
2020-12-01 total 1265602 new on waiting list
2020-12-01 trauma & orthopaedics 108780 new on waiting list
2021-12-01 dermatology 72633 started treatment
2021-12-01 gastroenterology 52807 started treatment
2021-12-01 ophthalmology 125577 started treatment
2021-12-01 total 1175045 started treatment
2021-12-01 trauma and orthopaedic 117406 started treatment
2021-12-01 dermatology 327005 total waiting list
2021-12-01 gastroenterology 377985 total waiting list
2021-12-01 ophthalmology 737142 total waiting list
2021-12-01 total 7117272 total waiting list
2021-12-01 trauma and orthopaedic 942884 total waiting list
2021-12-01 dermatology 77121 new on waiting list
2021-12-01 gastroenterology 76345 new on waiting list
2021-12-01 ophthalmology 139148 new on waiting list
2021-12-01 total 1431774 new on waiting list
2021-12-01 trauma and orthopaedic 131452 new on waiting list
2019-02-01 dermatology 74585 started treatment
2019-02-01 gastroenterology 59865 started treatment
2019-02-01 ophthalmology 140566 started treatment
2019-02-01 total 1322633 started treatment
2019-02-01 trauma & orthopaedics 146422 started treatment
2019-02-01 dermatology 213969 total waiting list
2019-02-01 gastroenterology 253174 total waiting list
2019-02-01 ophthalmology 548115 total waiting list
2019-02-01 total 4935400 total waiting list
2019-02-01 trauma & orthopaedics 666182 total waiting list
2019-02-01 dermatology 90251 new on waiting list
2019-02-01 gastroenterology 87907 new on waiting list
2019-02-01 ophthalmology 156447 new on waiting list
2019-02-01 total 1644131 new on waiting list
2019-02-01 trauma & orthopaedics 172222 new on waiting list
2020-02-01 dermatology 81501 started treatment
2020-02-01 gastroenterology 60523 started treatment
2020-02-01 ophthalmology 144312 started treatment
2020-02-01 total 1346386 started treatment
2020-02-01 trauma & orthopaedics 146918 started treatment
2020-02-01 dermatology 238055 total waiting list
2020-02-01 gastroenterology 265044 total waiting list
2020-02-01 ophthalmology 567452 total waiting list
2020-02-01 total 5276427 total waiting list
2020-02-01 trauma & orthopaedics 708506 total waiting list
2020-02-01 dermatology 90163 new on waiting list
2020-02-01 gastroenterology 84768 new on waiting list
2020-02-01 ophthalmology 158654 new on waiting list
2020-02-01 total 1604870 new on waiting list
2020-02-01 trauma & orthopaedics 168478 new on waiting list
2021-02-01 dermatology 65861 started treatment
2021-02-01 gastroenterology 47682 started treatment
2021-02-01 ophthalmology 99678 started treatment
2021-02-01 total 975931 started treatment
2021-02-01 trauma & orthopaedics 82742 started treatment
2021-02-01 dermatology 208903 total waiting list
2021-02-01 gastroenterology 309128 total waiting list
2021-02-01 ophthalmology 616578 total waiting list
2021-02-01 total 5682441 total waiting list
2021-02-01 trauma & orthopaedics 835752 total waiting list
2021-02-01 dermatology 76098 new on waiting list
2021-02-01 gastroenterology 71597 new on waiting list
2021-02-01 ophthalmology 115625 new on waiting list
2021-02-01 total 1258329 new on waiting list
2021-02-01 trauma & orthopaedics 105521 new on waiting list
2022-02-01 dermatology 80056 started treatment
2022-02-01 gastroenterology 55820 started treatment
2022-02-01 ophthalmology 141845 started treatment
2022-02-01 total 1262524 started treatment
2022-02-01 trauma and orthopaedic 125570 started treatment
2022-02-01 dermatology 334221 total waiting list
2022-02-01 gastroenterology 373724 total waiting list
2022-02-01 ophthalmology 731966 total waiting list
2022-02-01 total 7245304 total waiting list
2022-02-01 trauma and orthopaedic 955719 total waiting list
2022-02-01 dermatology 93076 new on waiting list
2022-02-01 gastroenterology 80055 new on waiting list
2022-02-01 ophthalmology 151877 new on waiting list
2022-02-01 total 1551530 new on waiting list
2022-02-01 trauma and orthopaedic 145335 new on waiting list
2019-01-01 dermatology 84920 started treatment
2019-01-01 gastroenterology 67207 started treatment
2019-01-01 ophthalmology 158089 started treatment
2019-01-01 total 1506163 started treatment
2019-01-01 trauma & orthopaedics 168325 started treatment
2019-01-01 dermatology 222212 total waiting list
2019-01-01 gastroenterology 252213 total waiting list
2019-01-01 ophthalmology 555097 total waiting list
2019-01-01 total 4978299 total waiting list
2019-01-01 trauma & orthopaedics 668008 total waiting list
2019-01-01 dermatology 99158 new on waiting list
2019-01-01 gastroenterology 95989 new on waiting list
2019-01-01 ophthalmology 168193 new on waiting list
2019-01-01 total 1800389 new on waiting list
2019-01-01 trauma & orthopaedics 187682 new on waiting list
2020-01-01 dermatology 85181 started treatment
2020-01-01 gastroenterology 65706 started treatment
2020-01-01 ophthalmology 156545 started treatment
2020-01-01 total 1470369 started treatment
2020-01-01 trauma & orthopaedics 162674 started treatment
2020-01-01 dermatology 239452 total waiting list
2020-01-01 gastroenterology 265897 total waiting list
2020-01-01 ophthalmology 568257 total waiting list
2020-01-01 total 5270370 total waiting list
2020-01-01 trauma & orthopaedics 710085 total waiting list
2020-01-01 dermatology 94075 new on waiting list
2020-01-01 gastroenterology 93882 new on waiting list
2020-01-01 ophthalmology 169740 new on waiting list
2020-01-01 total 1743073 new on waiting list
2020-01-01 trauma & orthopaedics 182242 new on waiting list
2021-01-01 dermatology 63750 started treatment
2021-01-01 gastroenterology 47298 started treatment
2021-01-01 ophthalmology 95448 started treatment
2021-01-01 total 965662 started treatment
2021-01-01 trauma & orthopaedics 82197 started treatment
2021-01-01 dermatology 205947 total waiting list
2021-01-01 gastroenterology 308202 total waiting list
2021-01-01 ophthalmology 604401 total waiting list
2021-01-01 total 5536142 total waiting list
2021-01-01 trauma & orthopaedics 809990 total waiting list
2021-01-01 dermatology 65276 new on waiting list
2021-01-01 gastroenterology 69570 new on waiting list
2021-01-01 ophthalmology 107204 new on waiting list
2021-01-01 total 1189664 new on waiting list
2021-01-01 trauma & orthopaedics 103273 new on waiting list
2022-01-01 dermatology 76130 started treatment
2022-01-01 gastroenterology 57553 started treatment
2022-01-01 ophthalmology 137134 started treatment
2022-01-01 total 1242605 started treatment
2022-01-01 trauma and orthopaedic 119858 started treatment
2022-01-01 dermatology 328665 total waiting list
2022-01-01 gastroenterology 373914 total waiting list
2022-01-01 ophthalmology 727853 total waiting list
2022-01-01 total 7164436 total waiting list
2022-01-01 trauma and orthopaedic 950483 total waiting list
2022-01-01 dermatology 89369 new on waiting list
2022-01-01 gastroenterology 78133 new on waiting list
2022-01-01 ophthalmology 146459 new on waiting list
2022-01-01 total 1517832 new on waiting list
2022-01-01 trauma and orthopaedic 139937 new on waiting list
2018-07-01 dermatology 84052 started treatment
2018-07-01 gastroenterology 60850 started treatment
2018-07-01 ophthalmology 143380 started treatment
2018-07-01 total 1400413 started treatment
2018-07-01 trauma & orthopaedics 156243 started treatment
2018-07-01 dermatology 234028 total waiting list
2018-07-01 gastroenterology 232002 total waiting list
2018-07-01 ophthalmology 538016 total waiting list
2018-07-01 total 4909522 total waiting list
2018-07-01 trauma & orthopaedics 661834 total waiting list
2018-07-01 dermatology 109317 new on waiting list
2018-07-01 gastroenterology 87109 new on waiting list
2018-07-01 ophthalmology 164058 new on waiting list
2018-07-01 total 1722836 new on waiting list
2018-07-01 trauma & orthopaedics 187705 new on waiting list
2019-07-01 dermatology 89193 started treatment
2019-07-01 gastroenterology 67432 started treatment
2019-07-01 ophthalmology 156466 started treatment
2019-07-01 total 1498726 started treatment
2019-07-01 trauma & orthopaedics 169015 started treatment
2019-07-01 dermatology 245094 total waiting list
2019-07-01 gastroenterology 259110 total waiting list
2019-07-01 ophthalmology 573714 total waiting list
2019-07-01 total 5177515 total waiting list
2019-07-01 trauma & orthopaedics 681945 total waiting list
2019-07-01 dermatology 112993 new on waiting list
2019-07-01 gastroenterology 95216 new on waiting list
2019-07-01 ophthalmology 173514 new on waiting list
2019-07-01 total 1808020 new on waiting list
2019-07-01 trauma & orthopaedics 199031 new on waiting list
2020-07-01 dermatology 62650 started treatment
2020-07-01 gastroenterology 39581 started treatment
2020-07-01 ophthalmology 75346 started treatment
2020-07-01 total 874031 started treatment
2020-07-01 trauma & orthopaedics 68263 started treatment
2020-07-01 dermatology 198135 total waiting list
2020-07-01 gastroenterology 257034 total waiting list
2020-07-01 ophthalmology 564770 total waiting list
2020-07-01 total 4971452 total waiting list
2020-07-01 trauma & orthopaedics 719242 total waiting list
2020-07-01 dermatology 75688 new on waiting list
2020-07-01 gastroenterology 66692 new on waiting list
2020-07-01 ophthalmology 96610 new on waiting list
2020-07-01 total 1182821 new on waiting list
2020-07-01 trauma & orthopaedics 107666 new on waiting list
2021-07-01 dermatology 80047 started treatment
2021-07-01 gastroenterology 56736 started treatment
2021-07-01 ophthalmology 137897 started treatment
2021-07-01 total 1266129 started treatment
2021-07-01 trauma and orthopaedic 135057 started treatment
2021-07-01 dermatology 297930 total waiting list
2021-07-01 gastroenterology 359419 total waiting list
2021-07-01 ophthalmology 698833 total waiting list
2021-07-01 total 6635976 total waiting list
2021-07-01 trauma and orthopaedic 920997 total waiting list
2021-07-01 dermatology 106519 new on waiting list
2021-07-01 gastroenterology 86611 new on waiting list
2021-07-01 ophthalmology 160338 new on waiting list
2021-07-01 total 1610221 new on waiting list
2021-07-01 trauma and orthopaedic 158337 new on waiting list
2022-07-01 dermatology 80831 started treatment
2022-07-01 gastroenterology 56770 started treatment
2022-07-01 ophthalmology 148260 started treatment
2022-07-01 total 1284485 started treatment
2022-07-01 trauma and orthopaedic 132113 started treatment
2022-07-01 dermatology 389669 total waiting list
2022-07-01 gastroenterology 405360 total waiting list
2022-07-01 ophthalmology 787253 total waiting list
2022-07-01 total 7932001 total waiting list
2022-07-01 trauma and orthopaedic 1017756 total waiting list
2022-07-01 dermatology 106485 new on waiting list
2022-07-01 gastroenterology 82975 new on waiting list
2022-07-01 ophthalmology 158112 new on waiting list
2022-07-01 total 1607262 new on waiting list
2022-07-01 trauma and orthopaedic 155031 new on waiting list
2018-06-01 dermatology 81627 started treatment
2018-06-01 gastroenterology 59028 started treatment
2018-06-01 ophthalmology 142782 started treatment
2018-06-01 total 1368627 started treatment
2018-06-01 trauma & orthopaedics 150406 started treatment
2018-06-01 dermatology 224085 total waiting list
2018-06-01 gastroenterology 231291 total waiting list
2018-06-01 ophthalmology 534414 total waiting list
2018-06-01 total 4894288 total waiting list
2018-06-01 trauma & orthopaedics 655466 total waiting list
2018-06-01 dermatology 103417 new on waiting list
2018-06-01 gastroenterology 83697 new on waiting list
2018-06-01 ophthalmology 163291 new on waiting list
2018-06-01 total 1683143 new on waiting list
2018-06-01 trauma & orthopaedics 183216 new on waiting list
2019-06-01 dermatology 81028 started treatment
2019-06-01 gastroenterology 61337 started treatment
2019-06-01 ophthalmology 143741 started treatment
2019-06-01 total 1358247 started treatment
2019-06-01 trauma & orthopaedics 152217 started treatment
2019-06-01 dermatology 238077 total waiting list
2019-06-01 gastroenterology 261325 total waiting list
2019-06-01 ophthalmology 578231 total waiting list
2019-06-01 total 5206026 total waiting list
2019-06-01 trauma & orthopaedics 680847 total waiting list
2019-06-01 dermatology 98670 new on waiting list
2019-06-01 gastroenterology 85935 new on waiting list
2019-06-01 ophthalmology 160155 new on waiting list
2019-06-01 total 1647201 new on waiting list
2019-06-01 trauma & orthopaedics 180173 new on waiting list
2020-06-01 dermatology 54972 started treatment
2020-06-01 gastroenterology 35249 started treatment
2020-06-01 ophthalmology 52036 started treatment
2020-06-01 total 760442 started treatment
2020-06-01 trauma & orthopaedics 56080 started treatment
2020-06-01 dermatology 190887 total waiting list
2020-06-01 gastroenterology 237714 total waiting list
2020-06-01 ophthalmology 539966 total waiting list
2020-06-01 total 4763916 total waiting list
2020-06-01 trauma & orthopaedics 676216 total waiting list
2020-06-01 dermatology 61891 new on waiting list
2020-06-01 gastroenterology 53294 new on waiting list
2020-06-01 ophthalmology 61665 new on waiting list
2020-06-01 total 942917 new on waiting list
2020-06-01 trauma & orthopaedics 80954 new on waiting list
2021-06-01 dermatology 85794 started treatment
2021-06-01 gastroenterology 60405 started treatment
2021-06-01 ophthalmology 145352 started treatment
2021-06-01 total 1343311 started treatment
2021-06-01 trauma and orthopaedic 138718 started treatment
2021-06-01 dermatology 277733 total waiting list
2021-06-01 gastroenterology 353029 total waiting list
2021-06-01 ophthalmology 684242 total waiting list
2021-06-01 total 6489881 total waiting list
2021-06-01 trauma and orthopaedic 911638 total waiting list
2021-06-01 dermatology 113281 new on waiting list
2021-06-01 gastroenterology 88803 new on waiting list
2021-06-01 ophthalmology 165921 new on waiting list
2021-06-01 total 1680207 new on waiting list
2021-06-01 trauma and orthopaedic 165552 new on waiting list
2022-06-01 dermatology 84685 started treatment
2022-06-01 gastroenterology 57592 started treatment
2022-06-01 ophthalmology 149805 started treatment
2022-06-01 total 1305090 started treatment
2022-06-01 trauma and orthopaedic 135517 started treatment
2022-06-01 dermatology 375315 total waiting list
2022-06-01 gastroenterology 401200 total waiting list
2022-06-01 ophthalmology 783426 total waiting list
2022-06-01 total 7817122 total waiting list
2022-06-01 trauma and orthopaedic 1009476 total waiting list
2022-06-01 dermatology 103996 new on waiting list
2022-06-01 gastroenterology 82214 new on waiting list
2022-06-01 ophthalmology 161295 new on waiting list
2022-06-01 total 1602510 new on waiting list
2022-06-01 trauma and orthopaedic 157080 new on waiting list
2019-03-01 dermatology 79463 started treatment
2019-03-01 gastroenterology 62914 started treatment
2019-03-01 ophthalmology 147438 started treatment
2019-03-01 total 1406375 started treatment
2019-03-01 trauma & orthopaedics 157532 started treatment
2019-03-01 dermatology 218974 total waiting list
2019-03-01 gastroenterology 258038 total waiting list
2019-03-01 ophthalmology 559177 total waiting list
2019-03-01 total 5031039 total waiting list
2019-03-01 trauma & orthopaedics 669735 total waiting list
2019-03-01 dermatology 97361 new on waiting list
2019-03-01 gastroenterology 90968 new on waiting list
2019-03-01 ophthalmology 169255 new on waiting list
2019-03-01 total 1747038 new on waiting list
2019-03-01 trauma & orthopaedics 186371 new on waiting list
2020-03-01 dermatology 74667 started treatment
2020-03-01 gastroenterology 55412 started treatment
2020-03-01 ophthalmology 114473 started treatment
2020-03-01 total 1190890 started treatment
2020-03-01 trauma & orthopaedics 130624 started treatment
2020-03-01 dermatology 217653 total waiting list
2020-03-01 gastroenterology 250883 total waiting list
2020-03-01 ophthalmology 554211 total waiting list
2020-03-01 total 5069140 total waiting list
2020-03-01 trauma & orthopaedics 676088 total waiting list
2020-03-01 dermatology 65263 new on waiting list
2020-03-01 gastroenterology 65936 new on waiting list
2020-03-01 ophthalmology 117834 new on waiting list
2020-03-01 total 1224810 new on waiting list
2020-03-01 trauma & orthopaedics 119823 new on waiting list
2021-03-01 dermatology 84288 started treatment
2021-03-01 gastroenterology 57531 started treatment
2021-03-01 ophthalmology 130485 started treatment
2021-03-01 total 1238570 started treatment
2021-03-01 trauma & orthopaedics 107635 started treatment
2021-03-01 dermatology 223640 total waiting list
2021-03-01 gastroenterology 327468 total waiting list
2021-03-01 ophthalmology 635638 total waiting list
2021-03-01 total 5972529 total waiting list
2021-03-01 trauma & orthopaedics 866263 total waiting list
2021-03-01 dermatology 100964 new on waiting list
2021-03-01 gastroenterology 90780 new on waiting list
2021-03-01 ophthalmology 155162 new on waiting list
2021-03-01 total 1621904 new on waiting list
2021-03-01 trauma & orthopaedics 135991 new on waiting list
2022-03-01 dermatology 90299 started treatment
2022-03-01 gastroenterology 64010 started treatment
2022-03-01 ophthalmology 163219 started treatment
2022-03-01 total 1444546 started treatment
2022-03-01 trauma and orthopaedic 143482 started treatment
2022-03-01 dermatology 341447 total waiting list
2022-03-01 gastroenterology 386279 total waiting list
2022-03-01 ophthalmology 773654 total waiting list
2022-03-01 total 7446729 total waiting list
2022-03-01 trauma and orthopaedic 983971 total waiting list
2022-03-01 dermatology 104611 new on waiting list
2022-03-01 gastroenterology 91684 new on waiting list
2022-03-01 ophthalmology 180239 new on waiting list
2022-03-01 total 1790474 new on waiting list
2022-03-01 trauma and orthopaedic 169501 new on waiting list
2018-05-01 dermatology 80210 started treatment
2018-05-01 gastroenterology 62124 started treatment
2018-05-01 ophthalmology 146364 started treatment
2018-05-01 total 1404606 started treatment
2018-05-01 trauma & orthopaedics 157245 started treatment
2018-05-01 dermatology 217562 total waiting list
2018-05-01 gastroenterology 231230 total waiting list
2018-05-01 ophthalmology 531137 total waiting list
2018-05-01 total 4864148 total waiting list
2018-05-01 trauma & orthopaedics 649010 total waiting list
2018-05-01 dermatology 103561 new on waiting list
2018-05-01 gastroenterology 87532 new on waiting list
2018-05-01 ophthalmology 170604 new on waiting list
2018-05-01 total 1752547 new on waiting list
2018-05-01 trauma & orthopaedics 186987 new on waiting list
2019-05-01 dermatology 81271 started treatment
2019-05-01 gastroenterology 62923 started treatment
2019-05-01 ophthalmology 147923 started treatment
2019-05-01 total 1403228 started treatment
2019-05-01 trauma & orthopaedics 159967 started treatment
2019-05-01 dermatology 230720 total waiting list
2019-05-01 gastroenterology 266284 total waiting list
2019-05-01 ophthalmology 576473 total waiting list
2019-05-01 total 5197434 total waiting list
2019-05-01 trauma & orthopaedics 679979 total waiting list
2019-05-01 dermatology 102472 new on waiting list
2019-05-01 gastroenterology 89660 new on waiting list
2019-05-01 ophthalmology 171134 new on waiting list
2019-05-01 total 1761403 new on waiting list
2019-05-01 trauma & orthopaedics 194230 new on waiting list
2020-05-01 dermatology 38211 started treatment
2020-05-01 gastroenterology 25276 started treatment
2020-05-01 ophthalmology 36864 started treatment
2020-05-01 total 564885 started treatment
2020-05-01 trauma & orthopaedics 40113 started treatment
2020-05-01 dermatology 194432 total waiting list
2020-05-01 gastroenterology 233134 total waiting list
2020-05-01 ophthalmology 538416 total waiting list
2020-05-01 total 4733229 total waiting list
2020-05-01 trauma & orthopaedics 655830 total waiting list
2020-05-01 dermatology 40159 new on waiting list
2020-05-01 gastroenterology 36370 new on waiting list
2020-05-01 ophthalmology 37573 new on waiting list
2020-05-01 total 629424 new on waiting list
2020-05-01 trauma & orthopaedics 49151 new on waiting list
2021-05-01 dermatology 76431 started treatment
2021-05-01 gastroenterology 55415 started treatment
2021-05-01 ophthalmology 127602 started treatment
2021-05-01 total 1202732 started treatment
2021-05-01 trauma and orthopaedic 121417 started treatment
2021-05-01 dermatology 256449 total waiting list
2021-05-01 gastroenterology 345621 total waiting list
2021-05-01 ophthalmology 669036 total waiting list
2021-05-01 total 6351736 total waiting list
2021-05-01 trauma and orthopaedic 894051 total waiting list
2021-05-01 dermatology 94891 new on waiting list
2021-05-01 gastroenterology 82147 new on waiting list
2021-05-01 ophthalmology 147558 new on waiting list
2021-05-01 total 1521120 new on waiting list
2021-05-01 trauma and orthopaedic 144382 new on waiting list
2022-05-01 dermatology 89540 started treatment
2022-05-01 gastroenterology 61624 started treatment
2022-05-01 ophthalmology 159028 started treatment
2022-05-01 total 1393273 started treatment
2022-05-01 trauma and orthopaedic 144501 started treatment
2022-05-01 dermatology 362031 total waiting list
2022-05-01 gastroenterology 395012 total waiting list
2022-05-01 ophthalmology 773815 total waiting list
2022-05-01 total 7691020 total waiting list
2022-05-01 trauma and orthopaedic 999434 total waiting list
2022-05-01 dermatology 110903 new on waiting list
2022-05-01 gastroenterology 88003 new on waiting list
2022-05-01 ophthalmology 173141 new on waiting list
2022-05-01 total 1738506 new on waiting list
2022-05-01 trauma and orthopaedic 170984 new on waiting list
2018-11-01 dermatology 87724 started treatment
2018-11-01 gastroenterology 64806 started treatment
2018-11-01 ophthalmology 156236 started treatment
2018-11-01 total 1490082 started treatment
2018-11-01 trauma & orthopaedics 168945 started treatment
2018-11-01 dermatology 235301 total waiting list
2018-11-01 gastroenterology 243267 total waiting list
2018-11-01 ophthalmology 560818 total waiting list
2018-11-01 total 4929450 total waiting list
2018-11-01 trauma & orthopaedics 669367 total waiting list
2018-11-01 dermatology 97933 new on waiting list
2018-11-01 gastroenterology 90606 new on waiting list
2018-11-01 ophthalmology 173240 new on waiting list
2018-11-01 total 1764247 new on waiting list
2018-11-01 trauma & orthopaedics 189621 new on waiting list
2019-11-01 dermatology 85861 started treatment
2019-11-01 gastroenterology 64309 started treatment
2019-11-01 ophthalmology 155148 started treatment
2019-11-01 total 1428493 started treatment
2019-11-01 trauma & orthopaedics 157214 started treatment
2019-11-01 dermatology 253717 total waiting list
2019-11-01 gastroenterology 264529 total waiting list
2019-11-01 ophthalmology 571899 total waiting list
2019-11-01 total 5244535 total waiting list
2019-11-01 trauma & orthopaedics 700010 total waiting list
2019-11-01 dermatology 91906 new on waiting list
2019-11-01 gastroenterology 88241 new on waiting list
2019-11-01 ophthalmology 165952 new on waiting list
2019-11-01 total 1663039 new on waiting list
2019-11-01 trauma & orthopaedics 174299 new on waiting list
2020-11-01 dermatology 77355 started treatment
2020-11-01 gastroenterology 53223 started treatment
2020-11-01 ophthalmology 124955 started treatment
2020-11-01 total 1169246 started treatment
2020-11-01 trauma & orthopaedics 111693 started treatment
2020-11-01 dermatology 212873 total waiting list
2020-11-01 gastroenterology 293443 total waiting list
2020-11-01 ophthalmology 590965 total waiting list
2020-11-01 total 5336107 total waiting list
2020-11-01 trauma & orthopaedics 775668 total waiting list
2020-11-01 dermatology 78808 new on waiting list
2020-11-01 gastroenterology 75227 new on waiting list
2020-11-01 ophthalmology 132310 new on waiting list
2020-11-01 total 1353340 new on waiting list
2020-11-01 trauma & orthopaedics 122472 new on waiting list
2021-11-01 dermatology 88238 started treatment
2021-11-01 gastroenterology 63766 started treatment
2021-11-01 ophthalmology 159022 started treatment
2021-11-01 total 1427300 started treatment
2021-11-01 trauma and orthopaedic 146724 started treatment
2021-11-01 dermatology 330764 total waiting list
2021-11-01 gastroenterology 374685 total waiting list
2021-11-01 ophthalmology 726997 total waiting list
2021-11-01 total 7025989 total waiting list
2021-11-01 trauma and orthopaedic 938337 total waiting list
2021-11-01 dermatology 97897 new on waiting list
2021-11-01 gastroenterology 87970 new on waiting list
2021-11-01 ophthalmology 168065 new on waiting list
2021-11-01 total 1688466 new on waiting list
2021-11-01 trauma and orthopaedic 162924 new on waiting list
2018-10-01 dermatology 90643 started treatment
2018-10-01 gastroenterology 66130 started treatment
2018-10-01 ophthalmology 159004 started treatment
2018-10-01 total 1515696 started treatment
2018-10-01 trauma & orthopaedics 172664 started treatment
2018-10-01 dermatology 242739 total waiting list
2018-10-01 gastroenterology 245153 total waiting list
2018-10-01 ophthalmology 560238 total waiting list
2018-10-01 total 4969396 total waiting list
2018-10-01 trauma & orthopaedics 675506 total waiting list
2018-10-01 dermatology 105298 new on waiting list
2018-10-01 gastroenterology 94737 new on waiting list
2018-10-01 ophthalmology 183329 new on waiting list
2018-10-01 total 1848569 new on waiting list
2018-10-01 trauma & orthopaedics 202163 new on waiting list
2019-10-01 dermatology 91574 started treatment
2019-10-01 gastroenterology 67400 started treatment
2019-10-01 ophthalmology 160851 started treatment
2019-10-01 total 1519629 started treatment
2019-10-01 trauma & orthopaedics 171664 started treatment
2019-10-01 dermatology 261713 total waiting list
2019-10-01 gastroenterology 266597 total waiting list
2019-10-01 ophthalmology 573755 total waiting list
2019-10-01 total 5268037 total waiting list
2019-10-01 trauma & orthopaedics 709071 total waiting list
2019-10-01 dermatology 104335 new on waiting list
2019-10-01 gastroenterology 97065 new on waiting list
2019-10-01 ophthalmology 180033 new on waiting list
2019-10-01 total 1819688 new on waiting list
2019-10-01 trauma & orthopaedics 199076 new on waiting list
2020-10-01 dermatology 74931 started treatment
2020-10-01 gastroenterology 52235 started treatment
2020-10-01 ophthalmology 120914 started treatment
2020-10-01 total 1143667 started treatment
2020-10-01 trauma & orthopaedics 113741 started treatment
2020-10-01 dermatology 220745 total waiting list
2020-10-01 gastroenterology 295746 total waiting list
2020-10-01 ophthalmology 595097 total waiting list
2020-10-01 total 5333565 total waiting list
2020-10-01 trauma & orthopaedics 774509 total waiting list
2020-10-01 dermatology 82821 new on waiting list
2020-10-01 gastroenterology 76269 new on waiting list
2020-10-01 ophthalmology 135453 new on waiting list
2020-10-01 total 1399564 new on waiting list
2020-10-01 trauma & orthopaedics 132292 new on waiting list
2021-10-01 dermatology 83901 started treatment
2021-10-01 gastroenterology 58624 started treatment
2021-10-01 ophthalmology 145015 started treatment
2021-10-01 total 1285995 started treatment
2021-10-01 trauma and orthopaedic 129482 started treatment
2021-10-01 dermatology 330706 total waiting list
2021-10-01 gastroenterology 379552 total waiting list
2021-10-01 ophthalmology 723906 total waiting list
2021-10-01 total 7011254 total waiting list
2021-10-01 trauma and orthopaedic 941277 total waiting list
2021-10-01 dermatology 96538 new on waiting list
2021-10-01 gastroenterology 84888 new on waiting list
2021-10-01 ophthalmology 158000 new on waiting list
2021-10-01 total 1592814 new on waiting list
2021-10-01 trauma and orthopaedic 150405 new on waiting list
2018-09-01 dermatology 78852 started treatment
2018-09-01 gastroenterology 57455 started treatment
2018-09-01 ophthalmology 136484 started treatment
2018-09-01 total 1298229 started treatment
2018-09-01 trauma & orthopaedics 146449 started treatment
2018-09-01 dermatology 246530 total waiting list
2018-09-01 gastroenterology 235776 total waiting list
2018-09-01 ophthalmology 548329 total waiting list
2018-09-01 total 4902773 total waiting list
2018-09-01 trauma & orthopaedics 668302 total waiting list
2018-09-01 dermatology 96652 new on waiting list
2018-09-01 gastroenterology 79811 new on waiting list
2018-09-01 ophthalmology 154278 new on waiting list
2018-09-01 total 1559371 new on waiting list
2018-09-01 trauma & orthopaedics 169629 new on waiting list
2019-09-01 dermatology 82716 started treatment
2019-09-01 gastroenterology 60957 started treatment
2019-09-01 ophthalmology 148728 started treatment
2019-09-01 total 1374394 started treatment
2019-09-01 trauma & orthopaedics 156227 started treatment
2019-09-01 dermatology 260575 total waiting list
2019-09-01 gastroenterology 260649 total waiting list
2019-09-01 ophthalmology 573248 total waiting list
2019-09-01 total 5221350 total waiting list
2019-09-01 trauma & orthopaedics 699780 total waiting list
2019-09-01 dermatology 99545 new on waiting list
2019-09-01 gastroenterology 85691 new on waiting list
2019-09-01 ophthalmology 163093 new on waiting list
2019-09-01 total 1643644 new on waiting list
2019-09-01 trauma & orthopaedics 184529 new on waiting list
2020-09-01 dermatology 72090 started treatment
2020-09-01 gastroenterology 46626 started treatment
2020-09-01 ophthalmology 111175 started treatment
2020-09-01 total 1062776 started treatment
2020-09-01 trauma & orthopaedics 103230 started treatment
2020-09-01 dermatology 221658 total waiting list
2020-09-01 gastroenterology 289149 total waiting list
2020-09-01 ophthalmology 590562 total waiting list
2020-09-01 total 5261812 total waiting list
2020-09-01 trauma & orthopaedics 769534 total waiting list
2020-09-01 dermatology 84217 new on waiting list
2020-09-01 gastroenterology 74347 new on waiting list
2020-09-01 ophthalmology 130567 new on waiting list
2020-09-01 total 1338443 new on waiting list
2020-09-01 trauma & orthopaedics 129407 new on waiting list
2021-09-01 dermatology 83546 started treatment
2021-09-01 gastroenterology 57352 started treatment
2021-09-01 ophthalmology 146889 started treatment
2021-09-01 total 1297821 started treatment
2021-09-01 trauma and orthopaedic 135492 started treatment
2021-09-01 dermatology 323535 total waiting list
2021-09-01 gastroenterology 369393 total waiting list
2021-09-01 ophthalmology 713969 total waiting list
2021-09-01 total 6854523 total waiting list
2021-09-01 trauma and orthopaedic 935003 total waiting list
2021-09-01 dermatology 104744 new on waiting list
2021-09-01 gastroenterology 85685 new on waiting list
2021-09-01 ophthalmology 162154 new on waiting list
2021-09-01 total 1631108 new on waiting list
2021-09-01 trauma and orthopaedic 160721 new on waiting list